Template:Example: Weibull Distribution Interval Data Example: Difference between revisions

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Suppose that we have run an experiment with eight units being tested and the following is a table of their last inspection times and times-to-failure:
Suppose that we have run an experiment with eight units being tested and the following is a table of their last inspection times and times-to-failure:


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| align="center" style="background:#f0f0f0;"|'''Data Point Index'''
| align="center" style="background:#f0f0f0;"|'''Data Point Index'''
| align="center" style="background:#f0f0f0;"|'''Last Inspection'''
| align="center" style="background:#f0f0f0;"|'''Last Inspection'''
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Analyze the data using several different parameter estimation techniques and compare the results.
Analyze the data using several different parameter estimation techniques and compare the results.

Revision as of 22:46, 29 February 2012

Weibull Distribution Interval Data Example

Suppose that we have run an experiment with eight units being tested and the following is a table of their last inspection times and times-to-failure:

Data Point Index Last Inspection Time to Failure
1 30 32
2 32 35
3 35 37
4 37 40
5 42 42
6 45 45
7 50 50
8 55 55

Analyze the data using several different parameter estimation techniques and compare the results.

Solution to Weibull Distribution Example 12

This data set can be entered into Weibull++ by opening a new Data Folio and choosing Times-to-failure and My data set contains interval and/or left censored data.


The data is entered as follows,


The computed parameters using maximum likelihood are:


using RRX or rank regression on X:


and using RRY or rank regression on Y:


The plot of the MLE solution with the two-sided 90% confidence bounds is: